| Unsupervised anomaly detection with generative adversarial networks to guide marker discovery T Schlegl, P Seeböck, SM Waldstein, U Schmidt-Erfurth, G Langs International conference on information processing in medical imaging, 146-157, 2017 | 3177 | 2017 |
| f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks T Schlegl, P Seeböck, SM Waldstein, G Langs, U Schmidt-Erfurth Medical image analysis 54, 30-44, 2019 | 1434 | 2019 |
| Artificial intelligence in retina U Schmidt-Erfurth, A Sadeghipour, BS Gerendas, SM Waldstein, ... Progress in retinal and eye research 67, 1-29, 2018 | 732 | 2018 |
| Fully automated detection and quantification of macular fluid in OCT using deep learning T Schlegl, SM Waldstein, H Bogunovic, F Endstraßer, A Sadeghipour, ... Ophthalmology 125 (4), 549-558, 2018 | 568 | 2018 |
| A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration U Schmidt-Erfurth, SM Waldstein Progress in retinal and eye research 50, 1-24, 2016 | 403 | 2016 |
| RETOUCH: the retinal OCT fluid detection and segmentation benchmark and challenge H Bogunović, F Venhuizen, S Klimscha, S Apostolopoulos, ... IEEE transactions on medical imaging 38 (8), 1858-1874, 2019 | 247 | 2019 |
| Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence U Schmidt-Erfurth, SM Waldstein, S Klimscha, A Sadeghipour, X Hu, ... Investigative ophthalmology & visual science 59 (8), 3199-3208, 2018 | 235 | 2018 |
| Pigment Epithelial Detachment Followed by Retinal Cystoid Degeneration Leads to Vision Loss in Treatment of Neovascular Age-Related Macular Degeneration U Schmidt-Erfurth, SM Waldstein, GG Deak, M Kundi, C Simader Ophthalmology 122 (4), 822-832, 2015 | 216 | 2015 |
| Machine learning to analyze the prognostic value of current imaging biomarkers in neovascular age-related macular degeneration U Schmidt-Erfurth, H Bogunovic, A Sadeghipour, T Schlegl, G Langs, ... Ophthalmology Retina 2 (1), 24-30, 2018 | 214 | 2018 |
| A view of the current and future role of optical coherence tomography in the management of age-related macular degeneration U Schmidt-Erfurth, S Klimscha, SM Waldstein, H Bogunović Eye, 2016 | 198 | 2016 |
| Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach H Bogunović, SM Waldstein, T Schlegl, G Langs, A Sadeghipour, X Liu, ... Investigative Ophthalmology & Visual Science 58 (7), 3240-3248, 2017 | 188 | 2017 |
| Morphology and visual acuity in aflibercept and ranibizumab therapy for neovascular age-related macular degeneration in the VIEW trials SM Waldstein, C Simader, G Staurenghi, NV Chong, P Mitchell, GJ Jaffe, ... Ophthalmology 123 (7), 1521-1529, 2016 | 184 | 2016 |
| Exploiting epistemic uncertainty of anatomy segmentation for anomaly detection in retinal OCT P Seeböck, JI Orlando, T Schlegl, SM Waldstein, H Bogunović, ... IEEE transactions on medical imaging 39 (1), 87-98, 2019 | 173 | 2019 |
| Characterization of drusen and hyperreflective foci as biomarkers for disease progression in age-related macular degeneration using artificial intelligence in optical coherence … SM Waldstein, WD Vogl, H Bogunovic, A Sadeghipour, S Riedl, ... JAMA ophthalmology 138 (7), 740-747, 2020 | 167 | 2020 |
| Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks T Schlegl, SM Waldstein, WD Vogl, U Schmidt-Erfurth, G Langs Information Processing in Medical Imaging, 437-448, 2015 | 167 | 2015 |
| Machine Learning of the Progression of Intermediate Age-Related Macular Degeneration Based on OCT Imaging H Bogunović, A Montuoro, M Baratsits, MG Karantonis, SM Waldstein, ... Investigative Ophthalmology & Visual Science 58 (6), BIO141-BIO150, 2017 | 147 | 2017 |
| Sustained benefits of Ranibizumab with or without laser in branch retinal vein occlusion: 24-month results of the BRIGHTER study R Tadayoni, SM Waldstein, F Boscia, H Gerding, M Gekkieva, E Barnes, ... Ophthalmology 124 (12), 1778-1787, 2017 | 130 | 2017 |
| Predictive Value of Retinal Morphology for Visual Acuity Outcomes of Different Ranibizumab Treatment Regimens for Neovascular AMD SM Waldstein, J Wright, J Warburton, P Margaron, C Simader, ... Ophthalmology 123 (1), 60-69, 2016 | 126 | 2016 |
| Correlation of 3-dimensionally quantified intraretinal and subretinal fluid with visual acuity in neovascular age-related macular degeneration SM Waldstein, AM Philip, R Leitner, C Simader, G Langs, BS Gerendas, ... JAMA ophthalmology 134 (2), 182-190, 2016 | 121 | 2016 |
| Unsupervised identification of disease marker candidates in retinal OCT imaging data P Seeböck, SM Waldstein, S Klimscha, H Bogunovic, T Schlegl, ... IEEE transactions on medical imaging 38 (4), 1037-1047, 2018 | 110 | 2018 |
Hrvoje BogunovićMedical University of Vienna, AustriaBestätigte E-Mail-Adresse bei meduniwien.ac.at
